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SSH 355M by Sharathhebbar24

 »  All LLMs  »  Sharathhebbar24  »  SSH 355M   URL Share it on

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  Autotrain compatible Dataset:databricks/databricks-... Dataset:gamino/wiki medical te...   Dataset:intel/orca dpo pairs Dataset:sharathhebbar24/arxiv-... Dataset:sharathhebbar24/beaver... Dataset:sharathhebbar24/evol-i... Dataset:sharathhebbar24/metama... Dataset:sharathhebbar24/open-p... Dataset:sharathhebbar24/openhe... Dataset:sharathhebbar24/sql-cr...   Endpoints compatible   Gpt2   Instruct   Model-index   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/Sharathhebbar24/SSH_355M 

SSH 355M Benchmarks

MMLU Pro: 1.96
GPQA: 1.12
MUSR: 10.52
BBH: 3.5
IFEval: 14.24 vs 88 (so35)-83.8%
ARC: 26.96 vs 96.7 (so35)-72.1%
HellaSwag: 38.98 vs 95.3 (gpt4)-59.1%
MMLU: 27.59 vs 88.3 (so35)-68.8%
TruthfulQA: 44.15 vs 59 (gpt4)-25.2%
WinoGrande: 53.83 vs 87.5 (gpt4)-38.5%
MATH Lvl 5: 0.91
LLME Score: 0.20814
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
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SSH 355M Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
text generation
Primary Use Cases:
Generating contexts from prompts
Supported Languages 
English (High)
Training Details 
Data Sources:
databricks/databricks-dolly-15k, gamino/wiki_medical_terms, Sharathhebbar24/openhermes, Sharathhebbar24/Open-Platypus, Sharathhebbar24/sql-create-context, Sharathhebbar24/Evol-Instruct-Code-80k-v1, Sharathhebbar24/BeaverTails_filtered, Sharathhebbar24/arxiv-math-instruct-50k, Sharathhebbar24/MetaMathQA, Intel/orca_dpo_pairs
Methodology:
Finetuning
Model Architecture:
Transformer
Input Output 
Input Format:
Raw text
Accepted Modalities:
text
Output Format:
Generated text
LLM NameSSH 355M
Repository 🤗https://huggingface.co/Sharathhebbar24/SSH_355M 
Model Size355m
Required VRAM1.4 GB
Updated2025-06-09
MaintainerSharathhebbar24
Model Typegpt2
Instruction-BasedYes
Model Files  1.4 GB
Model ArchitectureGPT2LMHeadModel
Licenseapache-2.0
Model Max Length1024
Transformers Version4.37.0
Tokenizer ClassGPT2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size50257
Torch Data Typefloat32
Activation Functiongelu_new
SSH 355M (Sharathhebbar24/SSH_355M)

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
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